The Voynich Manuscript: models compared

The Voynich Manuscript is undeciphered. This project measures competing explanations with the same statistics as the manuscript: verbose ciphers in several plaintext languages, a Hebrew reading, meaningless generators. Every reading is tested against control texts that carry no message.

What is the Voynich Manuscript?

A handwritten parchment codex of around 240 surviving pages, originally an estimated 272 pages in 20 quires. It contains botanical sections with over 100 unidentified plant drawings, astronomical-astrological diagrams with zodiac signs, balneological illustrations of bathing figures in tube systems, cosmological fold-out pages, pharmaceutical sections, and a continuous text section without illustrations. The entire text is written in an undeciphered script of about 20 to 25 recurring signs, known as “Voynichese”.

Shelfmark
Beinecke MS 408
Location
Yale University, Beinecke Rare Book & Manuscript Library
Extent
c. 240 surviving pages (originally c. 272)
Dimensions
c. 23.5 × 16.2 cm
Material
Parchment (calfskin)
Date of origin
1404–1438 (radiocarbon dated)
Language/script
unknown (“Voynichese”)

History of the manuscript

From 15th-century parchment workshops to digital analysis in the 21st century.

  1. 1404–1438

    Creation of the parchment

    Radiocarbon dating of four parchment samples (folios 8, 26, 47, 68) at the University of Arizona (2009) consistently yields this period. Ink and pigment analyses fit the early 15th century. A modern forgery is therefore unlikely. Stylistic features of the illustrations point to a place of origin in northern Italy.

  2. 1576–1612

    At the court of Rudolf II

    A surviving accompanying letter names Emperor Rudolf II as an early owner, supposedly acquired for 600 ducats. Its earlier provenance remains unknown; the ownership record between the 17th and early 20th century is poorly documented.

  3. 1912

    Rediscovery by Wilfrid Voynich

    The antiquarian Wilfrid M. Voynich acquires the codex from the holdings of the Jesuit College of Villa Mondragone near Frascati. A sale at the demanded price of around 100,000 US dollars is not concluded during his lifetime.

  4. 1930–1969

    Intermittent locations

    After Voynich’s death the manuscript stays first with Ethel Voynich, later in the estate of her secretary, before being passed on through the antiquarian H. P. Kraus.

  5. 1969–today

    Beinecke Library, Yale

    Transfer to the Beinecke Rare Book & Manuscript Library at Yale University. The digitized pages have since counted among the library’s most-viewed holdings. The text remains undeciphered.

Methodological principles

The rules every model is tested by, whichever explanation it stands for.

Competing models

No explanation is taken as given. Cipher, language and random models are measured with the same statistics as the manuscript: entropy, positional binding of the glyphs, Zipf curve, share of one-off words, word length. The Hebrew reading model behind the lexicon, grammar and translator is one of them.

Controls first

A reading only counts as evidence once it reads the manuscript better than texts without a message: Markov text built from Voynich glyphs, ciphertext of a Latin plaintext, words with shuffled glyphs. What the controls “read” just as well says nothing about the meaning of the manuscript.

Pre-registration

For pre-registered tests, design, texts and decision rule are fixed before measuring and frozen by a hash. Results are published even when they count against a model, the Hebrew one included.

Image analysis independent of the text

Botanical analyses follow a fixed order: first independent image observation along all morphological features, then one’s own botanical candidates. The Petersen reference list is consulted only at the end, for comparison, never as a starting hypothesis.

Anchored reference sequences

The best-verified sequences in the corpus, as a guide for translating.

Translation tool

Enter EVA text into the input field (words separated by spaces or ·; a new line = a new phrase, = marks a paragraph end). The tool searches the confirmed lexicon, recognizes prefixes, and shows Hebrew, a word-by-word analysis, and the German meaning. Unknown words are marked as such.

Note on methodology

The tool works on the confirmed lexicon (419 entries, ★★★ or higher). Complex compounds and unknown words are marked as “unknown”. The output is a hypothesis, not a finished translation. The same pipeline “reads” meaningless Markov text and Latin ciphertext almost as often as the manuscript, see the model comparison.

EVA input
Load folio

Methodological care

None of the explanations tested is proven. So far the Hebrew readings do not tell the manuscript apart from meaningless control texts, neither at word nor at sentence level; the lexicon, grammar and translator therefore document work in progress, not a decipherment. A verbose cipher explains the manuscript’s low entropy and positional binding with every plaintext language tested. But no model yet explains the high share of one-off words together with the steep Zipf curve.

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Voynich Manuscript Decipherment System · Version 9.13.0 · October 2026

Lexicon: 419 entries · Grammar rules: 60 · Backwards test: Type I: 10/10 (100%) · Type II: 34/37 (92%)

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